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def uninitialize_ui(self): """ Uninitializes the Component ui. :return: Method success. :rtype: bool """ LOGGER.debug("> Uninitializing '{0}' Component ui.".format(self.__class__.__name__)) self.__remove_actions() # Signals / Slots. self.Port_s...
Uninitializes the Component ui. :return: Method success. :rtype: bool
Below is the the instruction that describes the task: ### Input: Uninitializes the Component ui. :return: Method success. :rtype: bool ### Response: def uninitialize_ui(self): """ Uninitializes the Component ui. :return: Method success. :rtype: bool """ ...
def compiled_quil(self): """ If the Quil program associated with the Job was compiled (e.g., to translate it to the QPU's natural gateset) return this compiled program. :rtype: Optional[Program] """ prog = self._raw.get("program", {}).get("compiled-quil", None) i...
If the Quil program associated with the Job was compiled (e.g., to translate it to the QPU's natural gateset) return this compiled program. :rtype: Optional[Program]
Below is the the instruction that describes the task: ### Input: If the Quil program associated with the Job was compiled (e.g., to translate it to the QPU's natural gateset) return this compiled program. :rtype: Optional[Program] ### Response: def compiled_quil(self): """ If the Q...
def list_to_str(list, separator=','): """ >>> list = [0, 0, 7] >>> list_to_str(list) '0,0,7' """ list = [str(x) for x in list] return separator.join(list)
>>> list = [0, 0, 7] >>> list_to_str(list) '0,0,7'
Below is the the instruction that describes the task: ### Input: >>> list = [0, 0, 7] >>> list_to_str(list) '0,0,7' ### Response: def list_to_str(list, separator=','): """ >>> list = [0, 0, 7] >>> list_to_str(list) '0,0,7' """ list = [str(x) for x in list] return separator.join(...
def get_context_data(self, **kwargs): """ Add query in context. """ context = super(BaseEntryChannel, self).get_context_data(**kwargs) context.update({'query': self.query}) return context
Add query in context.
Below is the the instruction that describes the task: ### Input: Add query in context. ### Response: def get_context_data(self, **kwargs): """ Add query in context. """ context = super(BaseEntryChannel, self).get_context_data(**kwargs) context.update({'query': self.query}) ...
def gradient_plots(self, analytes=None, win=15, samples=None, ranges=False, focus=None, outdir=None, figsize=[10, 4], subset='All_Analyses'): """ Plot analyte gradients as a function of time. Parameters ---------- analytes : optional...
Plot analyte gradients as a function of time. Parameters ---------- analytes : optional, array_like or str The analyte(s) to plot. Defaults to all analytes. samples: optional, array_like or str The sample(s) to plot. Defaults to all samples. ranges : bool...
Below is the the instruction that describes the task: ### Input: Plot analyte gradients as a function of time. Parameters ---------- analytes : optional, array_like or str The analyte(s) to plot. Defaults to all analytes. samples: optional, array_like or str ...
def _train_multi_device(symbol, ctx, arg_names, param_names, aux_names, arg_params, aux_params, begin_epoch, end_epoch, epoch_size, optimizer, kvstore, update_on_kvstore, train_data, eval_data=None, eval_metric=None, ...
Internal training function on multiple devices. This function will also work for single device as well. Parameters ---------- symbol : Symbol The network configuration. ctx : list of Context The training devices. arg_names: list of str Name of all arguments of the networ...
Below is the the instruction that describes the task: ### Input: Internal training function on multiple devices. This function will also work for single device as well. Parameters ---------- symbol : Symbol The network configuration. ctx : list of Context The training devices. ...
def getDocPath(fn, root=None): ''' Helper for getting a documentation data file paths. Args: fn (str): Name of the file to retrieve the full path for. root (str): Optional root path to look for a docdata in. Notes: Defaults to looking for the ``docdata`` directory in the curren...
Helper for getting a documentation data file paths. Args: fn (str): Name of the file to retrieve the full path for. root (str): Optional root path to look for a docdata in. Notes: Defaults to looking for the ``docdata`` directory in the current working directory. This behavior ...
Below is the the instruction that describes the task: ### Input: Helper for getting a documentation data file paths. Args: fn (str): Name of the file to retrieve the full path for. root (str): Optional root path to look for a docdata in. Notes: Defaults to looking for the ``docdata...
def uav_status_send(self, target, latitude, longitude, altitude, speed, course, force_mavlink1=False): ''' Transmits the actual status values UAV in flight target : The ID system reporting the action (uint8_t) latitude ...
Transmits the actual status values UAV in flight target : The ID system reporting the action (uint8_t) latitude : Latitude UAV (float) longitude : Longitude UAV (float) altitude : Altitu...
Below is the the instruction that describes the task: ### Input: Transmits the actual status values UAV in flight target : The ID system reporting the action (uint8_t) latitude : Latitude UAV (float) longitude : Lon...
async def copy_to_table(self, table_name, *, source, columns=None, schema_name=None, timeout=None, format=None, oids=None, freeze=None, delimiter=None, null=None, header=None, quote=None, escape=None, force_q...
Copy data to the specified table. :param str table_name: The name of the table to copy data to. :param source: A :term:`path-like object <python:path-like object>`, or a :term:`file-like object <python:file-like object>`, or an :term:`asynchronous iterab...
Below is the the instruction that describes the task: ### Input: Copy data to the specified table. :param str table_name: The name of the table to copy data to. :param source: A :term:`path-like object <python:path-like object>`, or a :term:`file-like object <py...
def tryDynMod(name): ''' Dynamically import a python module or exception. ''' try: return importlib.import_module(name) except ModuleNotFoundError: raise s_exc.NoSuchDyn(name=name)
Dynamically import a python module or exception.
Below is the the instruction that describes the task: ### Input: Dynamically import a python module or exception. ### Response: def tryDynMod(name): ''' Dynamically import a python module or exception. ''' try: return importlib.import_module(name) except ModuleNotFoundError: rai...
def add_rerandomize(self, rerandomize): """stub""" if not self.my_osid_object_form._is_valid_string( rerandomize, self.get_rerandomize_metadata()): raise InvalidArgument('rerandomize') self.my_osid_object_form._my_map['rerandomize'] = rerandomize
stub
Below is the the instruction that describes the task: ### Input: stub ### Response: def add_rerandomize(self, rerandomize): """stub""" if not self.my_osid_object_form._is_valid_string( rerandomize, self.get_rerandomize_metadata()): raise InvalidArgument('rerandomize') ...
def flightmode_colour(self, flightmode): '''return colour to be used for rendering a flight mode background''' if flightmode not in self.flightmode_colourmap: self.flightmode_colourmap[flightmode] = self.next_flightmode_colour() return self.flightmode_colourmap[flightmode]
return colour to be used for rendering a flight mode background
Below is the the instruction that describes the task: ### Input: return colour to be used for rendering a flight mode background ### Response: def flightmode_colour(self, flightmode): '''return colour to be used for rendering a flight mode background''' if flightmode not in self.flightmode_colourma...
def save(self): """ Saves the snapshot based on the current region. """ # close down the snapshot widget if self.hideWindow(): self.hideWindow().hide() self.hide() QApplication.processEvents() time.sleep(1) ...
Saves the snapshot based on the current region.
Below is the the instruction that describes the task: ### Input: Saves the snapshot based on the current region. ### Response: def save(self): """ Saves the snapshot based on the current region. """ # close down the snapshot widget if self.hideWindow(): sel...
def _reflex_rule_process(self, wf_action): """This function does all the reflex rule process. :param wf_action: is a string containing the workflow action triggered """ # Check out if the analysis has any reflex rule bound to it. # First we have get the analysis' method because t...
This function does all the reflex rule process. :param wf_action: is a string containing the workflow action triggered
Below is the the instruction that describes the task: ### Input: This function does all the reflex rule process. :param wf_action: is a string containing the workflow action triggered ### Response: def _reflex_rule_process(self, wf_action): """This function does all the reflex rule process. ...
def post_events_service(request): """Respond to inbound webhook JSON HTTP POST from Webex Teams.""" # Get the POST data sent from Webex Teams json_data = request.json log.info("\n") log.info("WEBHOOK POST RECEIVED:") log.info(json_data) log.info("\n") # Create a Webhook object from the...
Respond to inbound webhook JSON HTTP POST from Webex Teams.
Below is the the instruction that describes the task: ### Input: Respond to inbound webhook JSON HTTP POST from Webex Teams. ### Response: def post_events_service(request): """Respond to inbound webhook JSON HTTP POST from Webex Teams.""" # Get the POST data sent from Webex Teams json_data = request.j...
def HEAD(self, rest_path_list, **kwargs): """Send a HEAD request. See requests.sessions.request for optional parameters. :returns: Response object """ kwargs.setdefault("allow_redirects", False) return self._request("HEAD", rest_path_list, **kwargs)
Send a HEAD request. See requests.sessions.request for optional parameters. :returns: Response object
Below is the the instruction that describes the task: ### Input: Send a HEAD request. See requests.sessions.request for optional parameters. :returns: Response object ### Response: def HEAD(self, rest_path_list, **kwargs): """Send a HEAD request. See requests.sessions.request for optional paramete...
def _init_colors(self): """Init the Curses color layout.""" # Set curses options try: if hasattr(curses, 'start_color'): curses.start_color() if hasattr(curses, 'use_default_colors'): curses.use_default_colors() except Exception as...
Init the Curses color layout.
Below is the the instruction that describes the task: ### Input: Init the Curses color layout. ### Response: def _init_colors(self): """Init the Curses color layout.""" # Set curses options try: if hasattr(curses, 'start_color'): curses.start_color() ...
def get_default_section(self, file_name): """Returns first non-DEFAULT section; falls back to DEFAULT.""" if not os.path.isfile(file_name): return 'DEFAULT' parser = self.make_parser() with open(file_name) as fp: parser.read_file(fp) sections = parser.sect...
Returns first non-DEFAULT section; falls back to DEFAULT.
Below is the the instruction that describes the task: ### Input: Returns first non-DEFAULT section; falls back to DEFAULT. ### Response: def get_default_section(self, file_name): """Returns first non-DEFAULT section; falls back to DEFAULT.""" if not os.path.isfile(file_name): return 'DE...
def str_from_text(text): """ Return content of a free form text block as a string. """ REGEX = re.compile('<text>((.|\n)+)</text>', re.UNICODE) match = REGEX.match(text) if match: return match.group(1) else: return None
Return content of a free form text block as a string.
Below is the the instruction that describes the task: ### Input: Return content of a free form text block as a string. ### Response: def str_from_text(text): """ Return content of a free form text block as a string. """ REGEX = re.compile('<text>((.|\n)+)</text>', re.UNICODE) match = REGEX.matc...
def sync(remote='origin', branch='master'): """git pull and push commit""" pull(branch, remote) push(branch, remote) print(cyan("Git Synced!"))
git pull and push commit
Below is the the instruction that describes the task: ### Input: git pull and push commit ### Response: def sync(remote='origin', branch='master'): """git pull and push commit""" pull(branch, remote) push(branch, remote) print(cyan("Git Synced!"))
def parse_resource_type(self, response): ''' parse resource type from self.http_request() Note: uses isinstance() as plugins may extend these base LDP resource type. Args: response (requests.models.Response): response object Returns: [NonRDFSource, BasicContainer, DirectContainer, IndirectContainer]...
parse resource type from self.http_request() Note: uses isinstance() as plugins may extend these base LDP resource type. Args: response (requests.models.Response): response object Returns: [NonRDFSource, BasicContainer, DirectContainer, IndirectContainer]
Below is the the instruction that describes the task: ### Input: parse resource type from self.http_request() Note: uses isinstance() as plugins may extend these base LDP resource type. Args: response (requests.models.Response): response object Returns: [NonRDFSource, BasicContainer, DirectContainer,...
def delay_for( self, wait: typing.Union[int, float], identifier: typing.Any, ) -> bool: """Defer the execution of a function for some number of seconds. Args: wait (typing.Union[int, float]): A numeric value that represents the number ...
Defer the execution of a function for some number of seconds. Args: wait (typing.Union[int, float]): A numeric value that represents the number of seconds that must pass before the callback becomes available for execution. All given values must be pos...
Below is the the instruction that describes the task: ### Input: Defer the execution of a function for some number of seconds. Args: wait (typing.Union[int, float]): A numeric value that represents the number of seconds that must pass before the callback becomes ...
def activate(self, timeout=None, **options): """Activate DEP communication as a target.""" if timeout is None: timeout = 1.0 gbt = options.get('gbt', '')[0:47] lrt = min(max(0, options.get('lrt', 3)), 3) rwt = min(max(0, options.get('rwt', 8)), 14) pp = (lrt...
Activate DEP communication as a target.
Below is the the instruction that describes the task: ### Input: Activate DEP communication as a target. ### Response: def activate(self, timeout=None, **options): """Activate DEP communication as a target.""" if timeout is None: timeout = 1.0 gbt = options.get('gbt', '')[0:47]...
def set_remote_addr(self, dst_mac, dst_ip): """ Configure remote ethernet and IP addresses. """ self.dst_mac = dst_mac self.dst_ip = dst_ip if not (dst_mac == "FF:FF:FF:FF:FF:FF" or dst_ip == "255.255.255.255"): self._remote_addr_config = True LOG.in...
Configure remote ethernet and IP addresses.
Below is the the instruction that describes the task: ### Input: Configure remote ethernet and IP addresses. ### Response: def set_remote_addr(self, dst_mac, dst_ip): """ Configure remote ethernet and IP addresses. """ self.dst_mac = dst_mac self.dst_ip = dst_ip if ...
def default_value(fieldname, datatype): """ Return the default value for a column. If the column name (e.g. *i-wf*) is defined to have an idiosyncratic value, that value is returned. Otherwise the default value for the column's datatype is returned. Args: fieldname: the column name (e....
Return the default value for a column. If the column name (e.g. *i-wf*) is defined to have an idiosyncratic value, that value is returned. Otherwise the default value for the column's datatype is returned. Args: fieldname: the column name (e.g. `i-wf`) datatype: the datatype of the col...
Below is the the instruction that describes the task: ### Input: Return the default value for a column. If the column name (e.g. *i-wf*) is defined to have an idiosyncratic value, that value is returned. Otherwise the default value for the column's datatype is returned. Args: fieldname: th...
def end_of_line(event): " Move to the end of the line. " buff = event.current_buffer buff.cursor_position += buff.document.get_end_of_line_position()
Move to the end of the line.
Below is the the instruction that describes the task: ### Input: Move to the end of the line. ### Response: def end_of_line(event): " Move to the end of the line. " buff = event.current_buffer buff.cursor_position += buff.document.get_end_of_line_position()
def nvrtcGetErrorString(self, code): """ Returns a text identifier for the given NVRTC status code. """ code_int = c_int(code) res = self._lib.nvrtcGetErrorString(code_int) return res.decode('utf-8')
Returns a text identifier for the given NVRTC status code.
Below is the the instruction that describes the task: ### Input: Returns a text identifier for the given NVRTC status code. ### Response: def nvrtcGetErrorString(self, code): """ Returns a text identifier for the given NVRTC status code. """ code_int = c_int(code) res = self...
def _ParsePerformanceOptions(self, options): """Parses the performance options. Args: options (argparse.Namespace): command line arguments. Raises: BadConfigOption: if the options are invalid. """ self._buffer_size = getattr(options, 'buffer_size', 0) if self._buffer_size: # ...
Parses the performance options. Args: options (argparse.Namespace): command line arguments. Raises: BadConfigOption: if the options are invalid.
Below is the the instruction that describes the task: ### Input: Parses the performance options. Args: options (argparse.Namespace): command line arguments. Raises: BadConfigOption: if the options are invalid. ### Response: def _ParsePerformanceOptions(self, options): """Parses the perfor...
def parse_metadata(self): """Parse the INDEX_JSON file and reorganize it as a dictionary of lists.""" all_models = defaultdict(list) with open(self.metadata_index_json) as f: loaded = json.load(f) for m in loaded['index']: all_models[m['uniprot_ac']].append(m) ...
Parse the INDEX_JSON file and reorganize it as a dictionary of lists.
Below is the the instruction that describes the task: ### Input: Parse the INDEX_JSON file and reorganize it as a dictionary of lists. ### Response: def parse_metadata(self): """Parse the INDEX_JSON file and reorganize it as a dictionary of lists.""" all_models = defaultdict(list) with op...
def roberts(image, mask=None): '''Find edges using the Roberts algorithm image - the image to process mask - mask of relevant points The algorithm returns the magnitude of the output of the two Roberts convolution kernels. The following is the canonical citation for the algorithm: L. Rob...
Find edges using the Roberts algorithm image - the image to process mask - mask of relevant points The algorithm returns the magnitude of the output of the two Roberts convolution kernels. The following is the canonical citation for the algorithm: L. Roberts Machine Perception of 3-D Solids,...
Below is the the instruction that describes the task: ### Input: Find edges using the Roberts algorithm image - the image to process mask - mask of relevant points The algorithm returns the magnitude of the output of the two Roberts convolution kernels. The following is the canonical citatio...
def GetCookies(self): """ Grabs the cookies form your Office Sharepoint site and uses it as Authentication for the rest of the calls """ sectoken = self.GetSecurityToken(self.Username, self.Password) url = self.share_point_site+ '/_forms/default.aspx?wa=wsignin1.0' ...
Grabs the cookies form your Office Sharepoint site and uses it as Authentication for the rest of the calls
Below is the the instruction that describes the task: ### Input: Grabs the cookies form your Office Sharepoint site and uses it as Authentication for the rest of the calls ### Response: def GetCookies(self): """ Grabs the cookies form your Office Sharepoint site and uses it as Authe...
def fit(self): """ Fits the model with random restarts. :return: """ self.model.optimize_restarts(num_restarts=self.num_restarts, verbose=False)
Fits the model with random restarts. :return:
Below is the the instruction that describes the task: ### Input: Fits the model with random restarts. :return: ### Response: def fit(self): """ Fits the model with random restarts. :return: """ self.model.optimize_restarts(num_restarts=self.num_restarts, verbose=Fals...
def getCall(self, n): #pylint: disable=invalid-name """ Args: n: integer (index of function call) Return: SpyCall object (or None if the index is not valid) """ call_list = super(SinonSpy, self)._get_wrapper().call_list if n >= 0 and n < len(call_l...
Args: n: integer (index of function call) Return: SpyCall object (or None if the index is not valid)
Below is the the instruction that describes the task: ### Input: Args: n: integer (index of function call) Return: SpyCall object (or None if the index is not valid) ### Response: def getCall(self, n): #pylint: disable=invalid-name """ Args: n: integer (i...
def adjusted_rand_score(self, reference_clusters): """ Calculates the adjusted rand score w.r.t. the reference clusters (explicit evaluation) :param reference_clusters: Clusters that are to be used as reference :return: returns the value of the adjusted rand score """ re...
Calculates the adjusted rand score w.r.t. the reference clusters (explicit evaluation) :param reference_clusters: Clusters that are to be used as reference :return: returns the value of the adjusted rand score
Below is the the instruction that describes the task: ### Input: Calculates the adjusted rand score w.r.t. the reference clusters (explicit evaluation) :param reference_clusters: Clusters that are to be used as reference :return: returns the value of the adjusted rand score ### Response: def adjus...
def get_all_elbs(region=None, key=None, keyid=None, profile=None): ''' Return all load balancers associated with an account CLI example: .. code-block:: bash salt myminion boto_elb.get_all_elbs region=us-east-1 ''' conn = _get_conn(region=region, key=key, keyid=keyid, profile=profile)...
Return all load balancers associated with an account CLI example: .. code-block:: bash salt myminion boto_elb.get_all_elbs region=us-east-1
Below is the the instruction that describes the task: ### Input: Return all load balancers associated with an account CLI example: .. code-block:: bash salt myminion boto_elb.get_all_elbs region=us-east-1 ### Response: def get_all_elbs(region=None, key=None, keyid=None, profile=None): ''' ...
def vectorize_inhibit(audio: np.ndarray) -> np.ndarray: """ Returns an array of inputs generated from the wake word audio that shouldn't cause an activation """ def samp(x): return int(pr.sample_rate * x) inputs = [] for offset in range(samp(inhibit_t), samp(inhibit_dist_t), samp(i...
Returns an array of inputs generated from the wake word audio that shouldn't cause an activation
Below is the the instruction that describes the task: ### Input: Returns an array of inputs generated from the wake word audio that shouldn't cause an activation ### Response: def vectorize_inhibit(audio: np.ndarray) -> np.ndarray: """ Returns an array of inputs generated from the wake word audio t...
def fix(self): """Runs fix_file on each modified file. - Prints progress and diff depending on options. - Returns True if there were any changes """ from pep8radius.diff import print_diff, udiff_lines_fixed n = len(self.filenames_diff) _maybe_print('Applying au...
Runs fix_file on each modified file. - Prints progress and diff depending on options. - Returns True if there were any changes
Below is the the instruction that describes the task: ### Input: Runs fix_file on each modified file. - Prints progress and diff depending on options. - Returns True if there were any changes ### Response: def fix(self): """Runs fix_file on each modified file. - Prints progress an...
def reshape(self, data_shapes, label_shapes=None): """Reshapes both modules for new input shapes. Parameters ---------- data_shapes : list of (str, tuple) Typically is ``data_iter.provide_data``. label_shapes : list of (str, tuple) Typically is ``data_ite...
Reshapes both modules for new input shapes. Parameters ---------- data_shapes : list of (str, tuple) Typically is ``data_iter.provide_data``. label_shapes : list of (str, tuple) Typically is ``data_iter.provide_label``.
Below is the the instruction that describes the task: ### Input: Reshapes both modules for new input shapes. Parameters ---------- data_shapes : list of (str, tuple) Typically is ``data_iter.provide_data``. label_shapes : list of (str, tuple) Typically is ``d...
def clean_len(self, line): ''' Calculate wisible length of string ''' if isinstance(line, basestring): return len(self.screen.markup.clean_markup(line)) elif isinstance(line, tuple) or isinstance(line, list): markups = self.screen.markup.get_markup_vars() le...
Calculate wisible length of string
Below is the the instruction that describes the task: ### Input: Calculate wisible length of string ### Response: def clean_len(self, line): ''' Calculate wisible length of string ''' if isinstance(line, basestring): return len(self.screen.markup.clean_markup(line)) elif isins...
def trace(self, data, callback=None): """Queue data for tracing Args: data (bytearray, string): Unstructured data to trace to any connected client. callback (callable): An optional callback that will be called with a bool value of True when this d...
Queue data for tracing Args: data (bytearray, string): Unstructured data to trace to any connected client. callback (callable): An optional callback that will be called with a bool value of True when this data actually gets traced. If the ...
Below is the the instruction that describes the task: ### Input: Queue data for tracing Args: data (bytearray, string): Unstructured data to trace to any connected client. callback (callable): An optional callback that will be called with a bool value...
def get_entity_by_regid(self, regid): """ Returns a restclients.Entity object for the given regid. If the regid isn't found, or if there is an error communicating with the PWS, a DataFailureException will be thrown. """ if not self.valid_uwregid(regid): raise...
Returns a restclients.Entity object for the given regid. If the regid isn't found, or if there is an error communicating with the PWS, a DataFailureException will be thrown.
Below is the the instruction that describes the task: ### Input: Returns a restclients.Entity object for the given regid. If the regid isn't found, or if there is an error communicating with the PWS, a DataFailureException will be thrown. ### Response: def get_entity_by_regid(self, regid): ...
def encrypt_report(self, device_id, root, data, **kwargs): """Encrypt a buffer of report data on behalf of a device. Args: device_id (int): The id of the device that we should encrypt for root (int): The root key type that should be used to generate the report data (...
Encrypt a buffer of report data on behalf of a device. Args: device_id (int): The id of the device that we should encrypt for root (int): The root key type that should be used to generate the report data (bytearray): The data that we should encrypt. **kwargs: The...
Below is the the instruction that describes the task: ### Input: Encrypt a buffer of report data on behalf of a device. Args: device_id (int): The id of the device that we should encrypt for root (int): The root key type that should be used to generate the report data (b...
def permitted_actions(self, user, obj=None): """Determine list of permitted actions for an object or object pattern. :param user: The user to test. :type user: ``User`` :param obj: A function mapping from action names to object paths to test. :type ob...
Determine list of permitted actions for an object or object pattern. :param user: The user to test. :type user: ``User`` :param obj: A function mapping from action names to object paths to test. :type obj: callable :returns: ``list(tutelary.engine.Act...
Below is the the instruction that describes the task: ### Input: Determine list of permitted actions for an object or object pattern. :param user: The user to test. :type user: ``User`` :param obj: A function mapping from action names to object paths to test. ...
def magspec(frames, NFFT): """Compute the magnitude spectrum of each frame in frames. If frames is an NxD matrix, output will be Nx(NFFT/2+1). :param frames: the array of frames. Each row is a frame. :param NFFT: the FFT length to use. If NFFT > frame_len, the frames are zero-padded. :returns: If frame...
Compute the magnitude spectrum of each frame in frames. If frames is an NxD matrix, output will be Nx(NFFT/2+1). :param frames: the array of frames. Each row is a frame. :param NFFT: the FFT length to use. If NFFT > frame_len, the frames are zero-padded. :returns: If frames is an NxD matrix, output will be...
Below is the the instruction that describes the task: ### Input: Compute the magnitude spectrum of each frame in frames. If frames is an NxD matrix, output will be Nx(NFFT/2+1). :param frames: the array of frames. Each row is a frame. :param NFFT: the FFT length to use. If NFFT > frame_len, the frames are ...
def incomplete_bell_poly(n, k, x): r"""Recursive evaluation of the incomplete Bell polynomial :math:`B_{n, k}(x)`. Evaluates the incomplete Bell polynomial :math:`B_{n, k}(x_1, x_2, \dots, x_{n-k+1})`, also known as the partial Bell polynomial or the Bell polynomial of the second kind. This polynom...
r"""Recursive evaluation of the incomplete Bell polynomial :math:`B_{n, k}(x)`. Evaluates the incomplete Bell polynomial :math:`B_{n, k}(x_1, x_2, \dots, x_{n-k+1})`, also known as the partial Bell polynomial or the Bell polynomial of the second kind. This polynomial is useful in the evaluation of (the...
Below is the the instruction that describes the task: ### Input: r"""Recursive evaluation of the incomplete Bell polynomial :math:`B_{n, k}(x)`. Evaluates the incomplete Bell polynomial :math:`B_{n, k}(x_1, x_2, \dots, x_{n-k+1})`, also known as the partial Bell polynomial or the Bell polynomial of the...
def basicConfig(level=logging.WARNING, transient_level=logging.NOTSET): """Shortcut for setting up transient logging I am a replica of ``logging.basicConfig`` which installs a transient logging handler to stderr. """ fmt = "%(asctime)s [%(levelname)s] [%(name)s:%(lineno)d] %(message)s" logging....
Shortcut for setting up transient logging I am a replica of ``logging.basicConfig`` which installs a transient logging handler to stderr.
Below is the the instruction that describes the task: ### Input: Shortcut for setting up transient logging I am a replica of ``logging.basicConfig`` which installs a transient logging handler to stderr. ### Response: def basicConfig(level=logging.WARNING, transient_level=logging.NOTSET): """Shortcut f...
def deflections_from_grid(self, grid): """Compute the summed (y,x) deflection angles of the galaxy's mass profiles using a grid of Cartesian (y,x) \ coordinates. If the galaxy has no mass profiles, two grid of zeros are returned. See *profiles.mass_profiles* module for details of how t...
Compute the summed (y,x) deflection angles of the galaxy's mass profiles using a grid of Cartesian (y,x) \ coordinates. If the galaxy has no mass profiles, two grid of zeros are returned. See *profiles.mass_profiles* module for details of how this is performed. Parameters ----...
Below is the the instruction that describes the task: ### Input: Compute the summed (y,x) deflection angles of the galaxy's mass profiles using a grid of Cartesian (y,x) \ coordinates. If the galaxy has no mass profiles, two grid of zeros are returned. See *profiles.mass_profiles* module f...
def bench_report(results): """Print a report for given benchmark results to the console.""" table = Table(names=['function', 'nest', 'nside', 'size', 'time_healpy', 'time_self', 'ratio'], dtype=['S20', bool, int, int, float, float, float], masked=True) for row in ...
Print a report for given benchmark results to the console.
Below is the the instruction that describes the task: ### Input: Print a report for given benchmark results to the console. ### Response: def bench_report(results): """Print a report for given benchmark results to the console.""" table = Table(names=['function', 'nest', 'nside', 'size', ...
def folderitem(self, obj, item, index): """Service triggered each time an item is iterated in folderitems. The use of this service prevents the extra-loops in child objects. :obj: the instance of the class to be foldered :item: dict containing the properties of the object to be used by...
Service triggered each time an item is iterated in folderitems. The use of this service prevents the extra-loops in child objects. :obj: the instance of the class to be foldered :item: dict containing the properties of the object to be used by the template :index: current i...
Below is the the instruction that describes the task: ### Input: Service triggered each time an item is iterated in folderitems. The use of this service prevents the extra-loops in child objects. :obj: the instance of the class to be foldered :item: dict containing the properties of the ob...
def _step(self, row, position, passed): """Walk through the knitting pattern by expanding an row.""" if row in passed or not self._row_should_be_placed(row, position): return self._place_row(row, position) passed = [row] + passed # print("{}{} at\t{} {}".format(" " *...
Walk through the knitting pattern by expanding an row.
Below is the the instruction that describes the task: ### Input: Walk through the knitting pattern by expanding an row. ### Response: def _step(self, row, position, passed): """Walk through the knitting pattern by expanding an row.""" if row in passed or not self._row_should_be_placed(row, position...
def run_step(self): """Do the file in-out rewrite.""" rewriter = StreamRewriter(self.context.iter_formatted_strings) super().run_step(rewriter)
Do the file in-out rewrite.
Below is the the instruction that describes the task: ### Input: Do the file in-out rewrite. ### Response: def run_step(self): """Do the file in-out rewrite.""" rewriter = StreamRewriter(self.context.iter_formatted_strings) super().run_step(rewriter)
def delete(self): """Remove myself from my :class:`Character`. For symmetry with :class:`Thing` and :class`Place`. """ branch, turn, tick = self.engine._nbtt() self.engine._edges_cache.store( self.character.name, self.origin.name, self.destin...
Remove myself from my :class:`Character`. For symmetry with :class:`Thing` and :class`Place`.
Below is the the instruction that describes the task: ### Input: Remove myself from my :class:`Character`. For symmetry with :class:`Thing` and :class`Place`. ### Response: def delete(self): """Remove myself from my :class:`Character`. For symmetry with :class:`Thing` and :class`Place`. ...
def get_current_value(self): """Return current annealing value # Returns Value to use in annealing """ if self.agent.training: # Linear annealed: f(x) = ax + b. a = -float(self.value_max - self.value_min) / float(self.nb_steps) b = float(s...
Return current annealing value # Returns Value to use in annealing
Below is the the instruction that describes the task: ### Input: Return current annealing value # Returns Value to use in annealing ### Response: def get_current_value(self): """Return current annealing value # Returns Value to use in annealing """ ...
async def get_available_abilities(self, units: Union[List[Unit], Units], ignore_resource_requirements=False) -> List[List[AbilityId]]: """ Returns available abilities of one or more units. """ # right know only checks cooldown, energy cost, and whether the ability has been researched return awai...
Returns available abilities of one or more units.
Below is the the instruction that describes the task: ### Input: Returns available abilities of one or more units. ### Response: async def get_available_abilities(self, units: Union[List[Unit], Units], ignore_resource_requirements=False) -> List[List[AbilityId]]: """ Returns available abilities of one or m...
def expand_by_device(original_parallelism, device_parallelism, data): """Opposite of reduce_by_device(). Args: original_parallelism: a expert_utils.Parallelism object. device_parallelism: a expert_utils.Parallelism object. data: a list of tensors with length device_parallelism.n Returns: a list ...
Opposite of reduce_by_device(). Args: original_parallelism: a expert_utils.Parallelism object. device_parallelism: a expert_utils.Parallelism object. data: a list of tensors with length device_parallelism.n Returns: a list of Tensors with length original_parallelism.n
Below is the the instruction that describes the task: ### Input: Opposite of reduce_by_device(). Args: original_parallelism: a expert_utils.Parallelism object. device_parallelism: a expert_utils.Parallelism object. data: a list of tensors with length device_parallelism.n Returns: a list of Ten...
def get_code_version_numbers(cp): """Will extract the version information from the executables listed in the executable section of the supplied ConfigParser object. Returns -------- dict A dictionary keyed by the executable name with values giving the version string for each executa...
Will extract the version information from the executables listed in the executable section of the supplied ConfigParser object. Returns -------- dict A dictionary keyed by the executable name with values giving the version string for each executable.
Below is the the instruction that describes the task: ### Input: Will extract the version information from the executables listed in the executable section of the supplied ConfigParser object. Returns -------- dict A dictionary keyed by the executable name with values giving the ver...
def recipe_compile(backend, kitchen, recipe, variation): """ Apply variables to a Recipe """ err_str, use_kitchen = Backend.get_kitchen_from_user(kitchen) if use_kitchen is None: raise click.ClickException(err_str) if recipe is None: recipe = DKRecipeDisk.find_recipe_name() ...
Apply variables to a Recipe
Below is the the instruction that describes the task: ### Input: Apply variables to a Recipe ### Response: def recipe_compile(backend, kitchen, recipe, variation): """ Apply variables to a Recipe """ err_str, use_kitchen = Backend.get_kitchen_from_user(kitchen) if use_kitchen is None: r...
def get_authorization(self, request): """ This function extracts the authorization JWT string. It first looks for specified key in header and then looks for the same in body part. Parameters ---------- request: HttpRequest This is the raw request that...
This function extracts the authorization JWT string. It first looks for specified key in header and then looks for the same in body part. Parameters ---------- request: HttpRequest This is the raw request that user has sent. Returns ------- a...
Below is the the instruction that describes the task: ### Input: This function extracts the authorization JWT string. It first looks for specified key in header and then looks for the same in body part. Parameters ---------- request: HttpRequest This is the raw r...
def movies_upcoming(self, **kwargs): """Gets the upcoming movies from the API. Args: page_limit (optional): number of movies to show per page, default=16 page (optional): results page number, default=1 country (optional): localized data for selected country, default="us" ...
Gets the upcoming movies from the API. Args: page_limit (optional): number of movies to show per page, default=16 page (optional): results page number, default=1 country (optional): localized data for selected country, default="us" Returns: A dict respresentatio...
Below is the the instruction that describes the task: ### Input: Gets the upcoming movies from the API. Args: page_limit (optional): number of movies to show per page, default=16 page (optional): results page number, default=1 country (optional): localized data for selected co...
def set_measurements(test): """Test phase that sets a measurement.""" test.measurements.level_none = 0 time.sleep(1) test.measurements.level_some = 8 time.sleep(1) test.measurements.level_all = 9 time.sleep(1) level_all = test.get_measurement('level_all') assert level_all.value == 9
Test phase that sets a measurement.
Below is the the instruction that describes the task: ### Input: Test phase that sets a measurement. ### Response: def set_measurements(test): """Test phase that sets a measurement.""" test.measurements.level_none = 0 time.sleep(1) test.measurements.level_some = 8 time.sleep(1) test.measurements.level_...
def policy_map_class_police_eir(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") policy_map = ET.SubElement(config, "policy-map", xmlns="urn:brocade.com:mgmt:brocade-policer") po_name_key = ET.SubElement(policy_map, "po-name") po_name_key.text = k...
Auto Generated Code
Below is the the instruction that describes the task: ### Input: Auto Generated Code ### Response: def policy_map_class_police_eir(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") policy_map = ET.SubElement(config, "policy-map", xmlns="urn:brocade.com:mgmt:b...
def showAnns(self, anns): """ Display the specified annotations. :param anns (array of object): annotations to display :return: None """ if len(anns) == 0: return 0 if 'segmentation' in anns[0] or 'keypoints' in anns[0]: datasetType = 'inst...
Display the specified annotations. :param anns (array of object): annotations to display :return: None
Below is the the instruction that describes the task: ### Input: Display the specified annotations. :param anns (array of object): annotations to display :return: None ### Response: def showAnns(self, anns): """ Display the specified annotations. :param anns (array of object...
def _clearQuantities(self): """ Computes the cleared quantities for each offer/bid according to the dispatched output from the OPF solution. """ generators = [g for g in self.case.generators if not g.is_load] vLoads = [g for g in self.case.generators if g.is_load] for g ...
Computes the cleared quantities for each offer/bid according to the dispatched output from the OPF solution.
Below is the the instruction that describes the task: ### Input: Computes the cleared quantities for each offer/bid according to the dispatched output from the OPF solution. ### Response: def _clearQuantities(self): """ Computes the cleared quantities for each offer/bid according to the dis...
def bdp(tickers, flds, **kwargs): """ Bloomberg reference data Args: tickers: tickers flds: fields to query **kwargs: bbg overrides Returns: pd.DataFrame Examples: >>> bdp('IQ US Equity', 'Crncy', raw=True) ticker field value 0 IQ...
Bloomberg reference data Args: tickers: tickers flds: fields to query **kwargs: bbg overrides Returns: pd.DataFrame Examples: >>> bdp('IQ US Equity', 'Crncy', raw=True) ticker field value 0 IQ US Equity Crncy USD >>> bdp('IQ US...
Below is the the instruction that describes the task: ### Input: Bloomberg reference data Args: tickers: tickers flds: fields to query **kwargs: bbg overrides Returns: pd.DataFrame Examples: >>> bdp('IQ US Equity', 'Crncy', raw=True) ticker fi...
def factory(arg1, arg2, version=-1, forceviewserveruse=False, windowId=None, uiAutomatorHelper=None): ''' View factory @type arg1: ClassType or dict @type arg2: View instance or AdbClient ''' if DEBUG_VIEW_FACTORY: print >> sys.stderr, "View.factory(%s, %s, ...
View factory @type arg1: ClassType or dict @type arg2: View instance or AdbClient
Below is the the instruction that describes the task: ### Input: View factory @type arg1: ClassType or dict @type arg2: View instance or AdbClient ### Response: def factory(arg1, arg2, version=-1, forceviewserveruse=False, windowId=None, uiAutomatorHelper=None): ''' View factory ...
def func(self, name: str): """return the first func defined named name""" for f in self.body: if (hasattr(f, '_ctype') and isinstance(f._ctype, FuncType) and f._name == name): return f
return the first func defined named name
Below is the the instruction that describes the task: ### Input: return the first func defined named name ### Response: def func(self, name: str): """return the first func defined named name""" for f in self.body: if (hasattr(f, '_ctype') and isinstance(f._ctype, Fun...
def _from_dict(cls, _dict): """Initialize a TrainingQuery object from a json dictionary.""" args = {} if 'query_id' in _dict: args['query_id'] = _dict.get('query_id') if 'natural_language_query' in _dict: args['natural_language_query'] = _dict.get('natural_languag...
Initialize a TrainingQuery object from a json dictionary.
Below is the the instruction that describes the task: ### Input: Initialize a TrainingQuery object from a json dictionary. ### Response: def _from_dict(cls, _dict): """Initialize a TrainingQuery object from a json dictionary.""" args = {} if 'query_id' in _dict: args['query_id']...
def add_edge_by_index(self, source_index: int, target_index: int, weight: float, save_to_cache: bool = True) -> None: """ Adds an edge between the nodes with the specified indices to the graph. Arguments: source_index (int): The index of the source no...
Adds an edge between the nodes with the specified indices to the graph. Arguments: source_index (int): The index of the source node of the edge to add. target_index (int): The index of the target node of the edge to add. weight (float): The weight of the edge. ...
Below is the the instruction that describes the task: ### Input: Adds an edge between the nodes with the specified indices to the graph. Arguments: source_index (int): The index of the source node of the edge to add. target_index (int): The index of the target node of the edge t...
def get_element_dos(self): """ Get element projected Dos. Returns: dict of {Element: Dos} """ el_dos = {} for site, atom_dos in self.pdos.items(): el = site.specie if el not in el_dos: el_dos[el] = np.array(atom_dos) ...
Get element projected Dos. Returns: dict of {Element: Dos}
Below is the the instruction that describes the task: ### Input: Get element projected Dos. Returns: dict of {Element: Dos} ### Response: def get_element_dos(self): """ Get element projected Dos. Returns: dict of {Element: Dos} """ el_dos =...
def inspect(package): """ Inspect package details """ team, owner, pkg = parse_package(package) store, pkgroot = PackageStore.find_package(team, owner, pkg) if pkgroot is None: raise CommandException("Package {package} not found.".format(package=package)) def _print_children(childr...
Inspect package details
Below is the the instruction that describes the task: ### Input: Inspect package details ### Response: def inspect(package): """ Inspect package details """ team, owner, pkg = parse_package(package) store, pkgroot = PackageStore.find_package(team, owner, pkg) if pkgroot is None: ra...
def run_backup(filename, root_dir, ignore=[], ignore_ext=[], ignore_pattern=[]): """The backup utility method. :param root_dir: the directory you want to backup :param ignore: file or directory defined in this list will be ignored. :param ignore_ext: file with extensions defined in this list will be ig...
The backup utility method. :param root_dir: the directory you want to backup :param ignore: file or directory defined in this list will be ignored. :param ignore_ext: file with extensions defined in this list will be ignored. :param ignore_pattern: any file or directory that contains this pattern ...
Below is the the instruction that describes the task: ### Input: The backup utility method. :param root_dir: the directory you want to backup :param ignore: file or directory defined in this list will be ignored. :param ignore_ext: file with extensions defined in this list will be ignored. :param i...
def list_bucket_analytics_configurations(client=None, **kwargs): """ Bucket='string' """ result = client.list_bucket_analytics_configurations(**kwargs) if not result.get("AnalyticsConfigurationList"): result.update({"AnalyticsConfigurationList": []}) return result
Bucket='string'
Below is the the instruction that describes the task: ### Input: Bucket='string' ### Response: def list_bucket_analytics_configurations(client=None, **kwargs): """ Bucket='string' """ result = client.list_bucket_analytics_configurations(**kwargs) if not result.get("AnalyticsConfigurationList"):...
def _validate_resource_dict(cls, logical_id, resource_dict): """Validates that the provided resource dict contains the correct Type string, and the required Properties dict. :param dict resource_dict: the resource dict to validate :returns: True if the resource dict has the expected format ...
Validates that the provided resource dict contains the correct Type string, and the required Properties dict. :param dict resource_dict: the resource dict to validate :returns: True if the resource dict has the expected format :rtype: bool :raises InvalidResourceException: if the resour...
Below is the the instruction that describes the task: ### Input: Validates that the provided resource dict contains the correct Type string, and the required Properties dict. :param dict resource_dict: the resource dict to validate :returns: True if the resource dict has the expected format ...
def destroy_by_name(name, driver): """Destroy all nodes matching specified name""" matches = [node for node in list_nodes(driver) if node.name == name] if len(matches) == 0: logger.warn('no node named %s' % name) return False else: return all([node.destroy() for node in matches...
Destroy all nodes matching specified name
Below is the the instruction that describes the task: ### Input: Destroy all nodes matching specified name ### Response: def destroy_by_name(name, driver): """Destroy all nodes matching specified name""" matches = [node for node in list_nodes(driver) if node.name == name] if len(matches) == 0: ...
def setupitems(self): """Lookup available setup items :returns: catalog brains """ query = { "path": { "query": api.get_path(self.setup), "depth": 1, }, } items = api.search(query, "portal_catalog") # filter...
Lookup available setup items :returns: catalog brains
Below is the the instruction that describes the task: ### Input: Lookup available setup items :returns: catalog brains ### Response: def setupitems(self): """Lookup available setup items :returns: catalog brains """ query = { "path": { "query": ...
def get_swagger(self, request): """ Generate this document. """ api_base = self.parent paths, definitions = self.parse_operations() codecs = getattr(self.cenancestor, 'registered_codecs', CODECS) # type: dict return dict_filter({ 'swagger': '2.0', ...
Generate this document.
Below is the the instruction that describes the task: ### Input: Generate this document. ### Response: def get_swagger(self, request): """ Generate this document. """ api_base = self.parent paths, definitions = self.parse_operations() codecs = getattr(self.cenancesto...
def extrude_triangulation(vertices, faces, height, **kwargs): """ Turn a 2D triangulation into a watertight Trimesh. Parameters ---------- vertices : (n, 2) float 2D vertices faces : (m, 3) int Triangle in...
Turn a 2D triangulation into a watertight Trimesh. Parameters ---------- vertices : (n, 2) float 2D vertices faces : (m, 3) int Triangle indexes of vertices height : float Distance to extrude triangulation **kwargs: passed to Trimesh Returns --------- mesh...
Below is the the instruction that describes the task: ### Input: Turn a 2D triangulation into a watertight Trimesh. Parameters ---------- vertices : (n, 2) float 2D vertices faces : (m, 3) int Triangle indexes of vertices height : float Distance to extrude triangulation **...
def recv(self, maxsize=None): ''' Receive data from the terminal as a (``stdout``, ``stderr``) tuple. If any of those is ``None`` we can no longer communicate with the terminal's child process. ''' if maxsize is None: maxsize = 1024 elif maxsize < 1: ...
Receive data from the terminal as a (``stdout``, ``stderr``) tuple. If any of those is ``None`` we can no longer communicate with the terminal's child process.
Below is the the instruction that describes the task: ### Input: Receive data from the terminal as a (``stdout``, ``stderr``) tuple. If any of those is ``None`` we can no longer communicate with the terminal's child process. ### Response: def recv(self, maxsize=None): ''' Receive da...
def work_in(dirname=None): """ Context manager version of os.chdir. When exited, returns to the working directory prior to entering. """ curdir = os.getcwd() try: if dirname is not None: os.chdir(dirname) requests_cache.configure(expire_after=60 * 10 * 10) ch...
Context manager version of os.chdir. When exited, returns to the working directory prior to entering.
Below is the the instruction that describes the task: ### Input: Context manager version of os.chdir. When exited, returns to the working directory prior to entering. ### Response: def work_in(dirname=None): """ Context manager version of os.chdir. When exited, returns to the working directory prio...
def get_suffix(name): """Check if file name have valid suffix for formatting. if have suffix return it else return False. """ a = name.count(".") if a: ext = name.split(".")[-1] if ext in LANGS.keys(): return ext return False else: return False
Check if file name have valid suffix for formatting. if have suffix return it else return False.
Below is the the instruction that describes the task: ### Input: Check if file name have valid suffix for formatting. if have suffix return it else return False. ### Response: def get_suffix(name): """Check if file name have valid suffix for formatting. if have suffix return it else return False....
def _apply_source_provider_dim_updates(cube, source_providers, budget_dims): """ Given a list of source_providers, apply the list of suggested dimension updates given in provider.updated_dimensions() to the supplied hypercube. Dimension global_sizes are always updated with the supplied sizes and ...
Given a list of source_providers, apply the list of suggested dimension updates given in provider.updated_dimensions() to the supplied hypercube. Dimension global_sizes are always updated with the supplied sizes and lower_extent is always set to 0. upper_extent is set to any reductions (current upp...
Below is the the instruction that describes the task: ### Input: Given a list of source_providers, apply the list of suggested dimension updates given in provider.updated_dimensions() to the supplied hypercube. Dimension global_sizes are always updated with the supplied sizes and lower_extent is al...
def setup_keras_trainer( trainer, get_model, input_signature, target_signature, input, optimizer, loss, metrics): """ Args: trainer (SingleCostTrainer): get_model (input1, input2, ... -> tf.keras.Model): A function which takes tensors, builds and returns a Ker...
Args: trainer (SingleCostTrainer): get_model (input1, input2, ... -> tf.keras.Model): A function which takes tensors, builds and returns a Keras model. It will be part of the tower function. input (InputSource): optimizer (tf.train.Optimizer): loss, metric...
Below is the the instruction that describes the task: ### Input: Args: trainer (SingleCostTrainer): get_model (input1, input2, ... -> tf.keras.Model): A function which takes tensors, builds and returns a Keras model. It will be part of the tower function. input (Input...
def is_indexed(self, identifier): """ Returns True if identifier is already indexed. Otherwise returns False. """ query = text(""" SELECT identifier FROM identifier_index WHERE identifier = :identifier; """) result = self.execute(query, identifier=iden...
Returns True if identifier is already indexed. Otherwise returns False.
Below is the the instruction that describes the task: ### Input: Returns True if identifier is already indexed. Otherwise returns False. ### Response: def is_indexed(self, identifier): """ Returns True if identifier is already indexed. Otherwise returns False. """ query = text(""" SELEC...
def delete_one(self, query): """ Deletes one document from the collection :param query: dictionary representing the mongo query :return: DeleteResult """ item = self.find_one(query) result = self.table.remove(where(u'_id') == item[u'_id']) return DeleteR...
Deletes one document from the collection :param query: dictionary representing the mongo query :return: DeleteResult
Below is the the instruction that describes the task: ### Input: Deletes one document from the collection :param query: dictionary representing the mongo query :return: DeleteResult ### Response: def delete_one(self, query): """ Deletes one document from the collection :pa...
def project(original_image, perturbed_images, alphas, shape, constraint): """ Projection onto given l2 / linf balls in a batch. """ alphas_shape = [len(alphas)] + [1] * len(shape) alphas = alphas.reshape(alphas_shape) if constraint == 'l2': projected = (1-alphas) * original_image + alphas * perturbed_images...
Projection onto given l2 / linf balls in a batch.
Below is the the instruction that describes the task: ### Input: Projection onto given l2 / linf balls in a batch. ### Response: def project(original_image, perturbed_images, alphas, shape, constraint): """ Projection onto given l2 / linf balls in a batch. """ alphas_shape = [len(alphas)] + [1] * len(shape) ...
def dump_uvarint_b_into(n, buffer, offset=0): """ Serializes n as variable size integer to the provided buffer. Buffer has to ha :param n: :param buffer: :param offset: :return: """ shifted = True while shifted: shifted = n >> 7 buffer[offset] = (n & 0x7F) | (0x80...
Serializes n as variable size integer to the provided buffer. Buffer has to ha :param n: :param buffer: :param offset: :return:
Below is the the instruction that describes the task: ### Input: Serializes n as variable size integer to the provided buffer. Buffer has to ha :param n: :param buffer: :param offset: :return: ### Response: def dump_uvarint_b_into(n, buffer, offset=0): """ Serializes n as variable size ...
def setPixmapSize(self, size): """ Sets the pixmap size for this label. :param size | <QSize> """ self._pixmapSize = size self.setPixmap(self.action().icon().pixmap(size)) max_size = self.parent().maximumPixmapSize() ...
Sets the pixmap size for this label. :param size | <QSize>
Below is the the instruction that describes the task: ### Input: Sets the pixmap size for this label. :param size | <QSize> ### Response: def setPixmapSize(self, size): """ Sets the pixmap size for this label. :param size | <QSize> """ ...
def make_model(corpus, lemmatize=False, rm_stops=False, size=100, window=10, min_count=5, workers=4, sg=1, save_path=None): """Train W2V model.""" # Simple training, with one large list t0 = time.time() sentences_stream = gen_docs(corpus, lemmatize=lemmatize, rm_stops=rm_stops) # se...
Train W2V model.
Below is the the instruction that describes the task: ### Input: Train W2V model. ### Response: def make_model(corpus, lemmatize=False, rm_stops=False, size=100, window=10, min_count=5, workers=4, sg=1, save_path=None): """Train W2V model.""" # Simple training, with one large list t0 = ...
def as_raw(self): """ Return a representation of this object that can be used with mongoengine Document.objects(__raw__=x) Example: >>> stream_id = StreamId(name='test', meta_data=((u'house', u'1'), (u'resident', u'1'))) >>> stream_id.as_raw() {'stream_id.meta_data': [(u...
Return a representation of this object that can be used with mongoengine Document.objects(__raw__=x) Example: >>> stream_id = StreamId(name='test', meta_data=((u'house', u'1'), (u'resident', u'1'))) >>> stream_id.as_raw() {'stream_id.meta_data': [(u'house', u'1'), (u'resident', u'1')], ...
Below is the the instruction that describes the task: ### Input: Return a representation of this object that can be used with mongoengine Document.objects(__raw__=x) Example: >>> stream_id = StreamId(name='test', meta_data=((u'house', u'1'), (u'resident', u'1'))) >>> stream_id.as_raw() ...
def stop(self): """Return the last day of the period as an Instant instance. >>> period('year', 2014).stop Instant((2014, 12, 31)) >>> period('month', 2014).stop Instant((2014, 12, 31)) >>> period('day', 2014).stop Instant((2014, 12, 31)) >>> period('yea...
Return the last day of the period as an Instant instance. >>> period('year', 2014).stop Instant((2014, 12, 31)) >>> period('month', 2014).stop Instant((2014, 12, 31)) >>> period('day', 2014).stop Instant((2014, 12, 31)) >>> period('year', '2012-2-29').stop ...
Below is the the instruction that describes the task: ### Input: Return the last day of the period as an Instant instance. >>> period('year', 2014).stop Instant((2014, 12, 31)) >>> period('month', 2014).stop Instant((2014, 12, 31)) >>> period('day', 2014).stop Instan...
def decrypt(self, pkt, verify=True): """ Decrypt (and decapsulate) an IP(v6) packet containing ESP or AH. @param pkt: the packet to decrypt @param verify: if False, do not perform the integrity check @return: the decrypted/decapsulated packet @raise IPSecIntegrityE...
Decrypt (and decapsulate) an IP(v6) packet containing ESP or AH. @param pkt: the packet to decrypt @param verify: if False, do not perform the integrity check @return: the decrypted/decapsulated packet @raise IPSecIntegrityError: if the integrity check fails
Below is the the instruction that describes the task: ### Input: Decrypt (and decapsulate) an IP(v6) packet containing ESP or AH. @param pkt: the packet to decrypt @param verify: if False, do not perform the integrity check @return: the decrypted/decapsulated packet @raise IPS...
def _join_date_and_time(dates, times, joiner): """Returns a tuple of all date and time format strings joined together by :joiner:. :dates: an enumerable of date format strings :times: an enumerable of time format strings :joiner: a string to join a date and time format together """ return tuple("{}{}{}"....
Returns a tuple of all date and time format strings joined together by :joiner:. :dates: an enumerable of date format strings :times: an enumerable of time format strings :joiner: a string to join a date and time format together
Below is the the instruction that describes the task: ### Input: Returns a tuple of all date and time format strings joined together by :joiner:. :dates: an enumerable of date format strings :times: an enumerable of time format strings :joiner: a string to join a date and time format together ### Response:...
def start(self): """ Starts this VMware VM. """ if self.status == "started": return if (yield from self.is_running()): raise VMwareError("The VM is already running in VMware") ubridge_path = self.ubridge_path if not ubridge_path or not o...
Starts this VMware VM.
Below is the the instruction that describes the task: ### Input: Starts this VMware VM. ### Response: def start(self): """ Starts this VMware VM. """ if self.status == "started": return if (yield from self.is_running()): raise VMwareError("The VM is...
def send(self, cmd="", timeout=300, wait_for_string=None, password=False): """Send the command to the device and return the output. Args: cmd (str): Command string for execution. Defaults to empty string. timeout (int): Timeout in seconds. Defaults to 300 sec (5 min) ...
Send the command to the device and return the output. Args: cmd (str): Command string for execution. Defaults to empty string. timeout (int): Timeout in seconds. Defaults to 300 sec (5 min) wait_for_string (str): This is optional string that driver waits for afte...
Below is the the instruction that describes the task: ### Input: Send the command to the device and return the output. Args: cmd (str): Command string for execution. Defaults to empty string. timeout (int): Timeout in seconds. Defaults to 300 sec (5 min) wait_for_string ...
def migrate_non_shared(vm_, target, ssh=False): ''' Attempt to execute non-shared storage "all" migration :param vm_: domain name :param target: target libvirt host name :param ssh: True to connect over ssh CLI Example: .. code-block:: bash salt '*' virt.migrate_non_shared <vm na...
Attempt to execute non-shared storage "all" migration :param vm_: domain name :param target: target libvirt host name :param ssh: True to connect over ssh CLI Example: .. code-block:: bash salt '*' virt.migrate_non_shared <vm name> <target hypervisor> A tunnel data migration can be ...
Below is the the instruction that describes the task: ### Input: Attempt to execute non-shared storage "all" migration :param vm_: domain name :param target: target libvirt host name :param ssh: True to connect over ssh CLI Example: .. code-block:: bash salt '*' virt.migrate_non_shar...
def fetch_interfaces(self, interface, way): """Get the list of charms that provides or requires this interface. @param interface The interface for the charm relation. @param way The type of relation, either "provides" or "requires". @return List of charms """ if not inte...
Get the list of charms that provides or requires this interface. @param interface The interface for the charm relation. @param way The type of relation, either "provides" or "requires". @return List of charms
Below is the the instruction that describes the task: ### Input: Get the list of charms that provides or requires this interface. @param interface The interface for the charm relation. @param way The type of relation, either "provides" or "requires". @return List of charms ### Response: de...
def execute(self, operation, params=()): """ Execute the query :param operation: SQL statement :type operation: str """ conn = self._assert_open() conn._try_activate_cursor(self) self._execute(operation, params) # for compatibility with pyodbc ret...
Execute the query :param operation: SQL statement :type operation: str
Below is the the instruction that describes the task: ### Input: Execute the query :param operation: SQL statement :type operation: str ### Response: def execute(self, operation, params=()): """ Execute the query :param operation: SQL statement :type operation: str ...
def ip(ip_addr, return_tuple=True): """ Function to check if a address is good Args: ip_addr: IP address in the following format 192.168.1.1 return_tuple: Set to True it returns a IP, set to False returns True or False Returns: see return_tuple for return options """ regex_ip =...
Function to check if a address is good Args: ip_addr: IP address in the following format 192.168.1.1 return_tuple: Set to True it returns a IP, set to False returns True or False Returns: see return_tuple for return options
Below is the the instruction that describes the task: ### Input: Function to check if a address is good Args: ip_addr: IP address in the following format 192.168.1.1 return_tuple: Set to True it returns a IP, set to False returns True or False Returns: see return_tuple for return options ##...
def setup_gage_obs(gage_file,ins_file=None,start_datetime=None,times=None): """writes an instruction file for a mt3d-usgs sft output file Parameters ---------- gage_file : str the gage output file (ASCII) ins_file : str the name of the instruction file to create. If...
writes an instruction file for a mt3d-usgs sft output file Parameters ---------- gage_file : str the gage output file (ASCII) ins_file : str the name of the instruction file to create. If None, the name is <gage_file>.processed.ins. Default is None ...
Below is the the instruction that describes the task: ### Input: writes an instruction file for a mt3d-usgs sft output file Parameters ---------- gage_file : str the gage output file (ASCII) ins_file : str the name of the instruction file to create. If None, the nam...
def cut(self): """ Copy the currently selected text to the clipboard and delete it if it's inside the input buffer. """ self.copy() if self.can_cut(): self._control.textCursor().removeSelectedText()
Copy the currently selected text to the clipboard and delete it if it's inside the input buffer.
Below is the the instruction that describes the task: ### Input: Copy the currently selected text to the clipboard and delete it if it's inside the input buffer. ### Response: def cut(self): """ Copy the currently selected text to the clipboard and delete it if it's inside the input...